LAM: Efficient Lossy Agent Memory Framework With A Retrieval-Score Error Bound.

arXiv:2609.32256v1 Announce Type: new Abstract: Agent memory grows as agents read inputs, reason, and call tools. Longer histories increase inference cost and eventually exceed the context window. LLM-based summarization reduces this history but adds latency a